K-means clustering algorithms: A comprehensive review, variants analysis, and advances in the era of big data
Advances in recent techniques for scientific data collection in the era of big data allow for the
systematic accumulation of large quantities of data at various data-capturing sites. Similarly …
systematic accumulation of large quantities of data at various data-capturing sites. Similarly …
Privacy-preserving data mining: methods, metrics, and applications
The collection and analysis of data are continuously growing due to the pervasiveness of
computing devices. The analysis of such information is fostering businesses and …
computing devices. The analysis of such information is fostering businesses and …
[PDF][PDF] 面向数据库应用的隐私保护研究综述
周水庚， 李丰， 陶宇飞， 肖小奎 - 计算机学报, 2009 - cjc.ict.ac.cn
摘要随着数据挖掘和数据发布等数据库应用的出现与发展, 如何保护隐私数据和防止敏感信息
泄露成为当前面临的重大挑战. 隐私保护技术需要在保护数据隐私的同时不影响数据应用 …
泄露成为当前面临的重大挑战. 隐私保护技术需要在保护数据隐私的同时不影响数据应用 …
Big data: A survey
In this paper, we review the background and state-of-the-art of big data. We first introduce
the general background of big data and review related technologies, such as could …
the general background of big data and review related technologies, such as could …
Toward scalable systems for big data analytics: A technology tutorial
Recent technological advancements have led to a deluge of data from distinctive domains
(eg, health care and scientific sensors, user-generated data, Internet and financial …
(eg, health care and scientific sensors, user-generated data, Internet and financial …
Information security in big data: privacy and data mining
The growing popularity and development of data mining technologies bring serious threat to
the security of individual,'s sensitive information. An emerging research topic in data mining …
the security of individual,'s sensitive information. An emerging research topic in data mining …
Petuum: A new platform for distributed machine learning on big data
How can one build a distributed framework that allows efficient deployment of a wide
spectrum of modern advanced machine learning (ML) programs for industrial-scale …
spectrum of modern advanced machine learning (ML) programs for industrial-scale …
Security and privacy in the Internet of Things: Current status and open issues
M Abomhara, GM Køien - … conference on privacy and security in …, 2014 - ieeexplore.ieee.org
The Internet of Things at large will foster billions of devices, people and services to
interconnect and exchange information and useful data. As IoT systems will be ubiquitous …
interconnect and exchange information and useful data. As IoT systems will be ubiquitous …
Mining smart card data for transit riders' travel patterns
To mitigate the congestion caused by the ever increasing number of privately owned
automobiles, public transit is highly promoted by transportation agencies worldwide. A better …
automobiles, public transit is highly promoted by transportation agencies worldwide. A better …